Exploration of Boosting Algorithms in Machine Learning: This repository hosts a seminar paper examining key boosting algorithms like AdaBoost, Gradient Boosting, and XGBoost. It includes theoretical insights, practical applications, and comparative analyses, providing a comprehensive understanding of boosting techniques in ML.
data-science machine-learning statistical-learning ml supervised-learning ensemble-learning adaboost boosting-algorithms gradient-boosting boosting gbt boosting-ensemble algorithmic-research
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Updated
Dec 2, 2023 - Jupyter Notebook